Dataset statistics
| Number of variables | 23 |
|---|---|
| Number of observations | 68913 |
| Missing cells | 215910 |
| Missing cells (%) | 13.6% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 12.1 MiB |
| Average record size in memory | 184.0 B |
Variable types
| Numeric | 19 |
|---|---|
| DateTime | 1 |
| Categorical | 1 |
| Text | 2 |
importance1 has 7791 (11.3%) missing values | Missing |
importance2 has 7791 (11.3%) missing values | Missing |
score1 has 2004 (2.9%) missing values | Missing |
score2 has 2004 (2.9%) missing values | Missing |
xg1 has 32720 (47.5%) missing values | Missing |
xg2 has 32720 (47.5%) missing values | Missing |
nsxg1 has 32720 (47.5%) missing values | Missing |
nsxg2 has 32720 (47.5%) missing values | Missing |
adj_score1 has 32720 (47.5%) missing values | Missing |
adj_score2 has 32720 (47.5%) missing values | Missing |
importance1 has 5049 (7.3%) zeros | Zeros |
importance2 has 5048 (7.3%) zeros | Zeros |
score1 has 15637 (22.7%) zeros | Zeros |
score2 has 21401 (31.1%) zeros | Zeros |
adj_score1 has 8211 (11.9%) zeros | Zeros |
adj_score2 has 11621 (16.9%) zeros | Zeros |
Reproduction
| Analysis started | 2024-06-12 02:05:52.614480 |
|---|---|
| Analysis finished | 2024-06-12 02:06:28.916033 |
| Duration | 36.3 seconds |
| Software version | ydata-profiling v0.0.dev0 |
| Download configuration | config.json |
season
Real number (ℝ)
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2019.6443 |
| Minimum | 2016 |
|---|---|
| Maximum | 2023 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 538.5 KiB |
Quantile statistics
| Minimum | 2016 |
|---|---|
| 5-th percentile | 2017 |
| Q1 | 2018 |
| median | 2020 |
| Q3 | 2021 |
| 95-th percentile | 2022 |
| Maximum | 2023 |
| Range | 7 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.8541947 |
|---|---|
| Coefficient of variation (CV) | 0.00091807985 |
| Kurtosis | -1.0517973 |
| Mean | 2019.6443 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.070527478 |
| Sum | 1.3917974 × 108 |
| Variance | 3.438038 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 2021 | 11617 | |
| 2022 | 11562 | |
| 2019 | 11246 | |
| 2018 | 11224 | |
| 2020 | 10303 | |
| 2017 | 8243 | |
| 2023 | 2577 | 3.7% |
| 2016 | 2141 | 3.1% |
| Value | Count | Frequency (%) |
| 2016 | 2141 | 3.1% |
| 2017 | 8243 | |
| 2018 | 11224 | |
| 2019 | 11246 | |
| 2020 | 10303 | |
| 2021 | 11617 | |
| 2022 | 11562 | |
| 2023 | 2577 | 3.7% |
| Value | Count | Frequency (%) |
| 2023 | 2577 | 3.7% |
| 2022 | 11562 | |
| 2021 | 11617 | |
| 2020 | 10303 | |
| 2019 | 11246 | |
| 2018 | 11224 | |
| 2017 | 8243 | |
| 2016 | 2141 | 3.1% |
date
Date
| Distinct | 2402 |
|---|---|
| Distinct (%) | 3.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 538.5 KiB |
| Minimum | 2016-07-09 00:00:00 |
|---|---|
| Maximum | 2023-12-03 00:00:00 |
Histogram with fixed size bins (bins=50)
league_id
Real number (ℝ)
| Distinct | 40 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2248.0589 |
| Minimum | 1818 |
|---|---|
| Maximum | 10281 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 538.5 KiB |
Quantile statistics
| Minimum | 1818 |
|---|---|
| 5-th percentile | 1832 |
| Q1 | 1854 |
| median | 1879 |
| Q3 | 2160 |
| 95-th percentile | 4582 |
| Maximum | 10281 |
| Range | 8463 |
| Interquartile range (IQR) | 306 |
Descriptive statistics
| Standard deviation | 1087.7053 |
|---|---|
| Coefficient of variation (CV) | 0.483842 |
| Kurtosis | 22.580089 |
| Mean | 2248.0589 |
| Median Absolute Deviation (MAD) | 47 |
| Skewness | 4.5209481 |
| Sum | 1.5492049 × 108 |
| Variance | 1183102.9 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=40)
| Value | Count | Frequency (%) |
| 2412 | 3342 | 4.8% |
| 1951 | 2998 | 4.4% |
| 2160 | 2888 | 4.2% |
| 1871 | 2807 | 4.1% |
| 2414 | 2673 | 3.9% |
| 2105 | 2660 | 3.9% |
| 2411 | 2660 | 3.9% |
| 1869 | 2660 | 3.9% |
| 1854 | 2660 | 3.9% |
| 1843 | 2660 | 3.9% |
| Other values (30) | 40905 |
| Value | Count | Frequency (%) |
| 1818 | 869 | 1.3% |
| 1820 | 1093 | |
| 1827 | 1154 | |
| 1832 | 1500 | |
| 1837 | 1065 | |
| 1843 | 2660 | |
| 1844 | 2280 | |
| 1845 | 2142 | |
| 1846 | 1836 | |
| 1849 | 1836 |
| Value | Count | Frequency (%) |
| 10281 | 282 | 0.4% |
| 9541 | 83 | 0.1% |
| 7921 | 733 | 1.1% |
| 5641 | 2060 | |
| 4582 | 844 | 1.2% |
| 2417 | 1332 | 1.9% |
| 2414 | 2673 | |
| 2413 | 2629 | |
| 2412 | 3342 | |
| 2411 | 2660 |
league
Categorical
| Distinct | 40 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 538.5 KiB |
| English League Championship | 3342 |
|---|---|
| Major League Soccer | 2998 |
| United Soccer League | 2888 |
| Spanish Segunda Division | 2807 |
| English League Two | 2673 |
| Other values (35) |
Length
| Max length | 40 |
|---|---|
| Median length | 27 |
| Mean length | 20.727279 |
| Min length | 13 |
Characters and Unicode
| Total characters | 1428379 |
|---|---|
| Distinct characters | 50 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | FA Women's Super League |
|---|---|
| 2nd row | FA Women's Super League |
| 3rd row | FA Women's Super League |
| 4th row | FA Women's Super League |
| 5th row | FA Women's Super League |
Common Values
| Value | Count | Frequency (%) |
| English League Championship | 3342 | 4.8% |
| Major League Soccer | 2998 | 4.4% |
| United Soccer League | 2888 | 4.2% |
| Spanish Segunda Division | 2807 | 4.1% |
| English League Two | 2673 | 3.9% |
| Brasileiro Série A | 2660 | 3.9% |
| Barclays Premier League | 2660 | 3.9% |
| Spanish Primera Division | 2660 | 3.9% |
| Italy Serie A | 2660 | 3.9% |
| French Ligue 1 | 2660 | 3.9% |
| Other values (30) | 40905 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| league | 27631 | 13.4% |
| division | 9726 | 4.7% |
| english | 8644 | 4.2% |
| primera | 6919 | 3.4% |
| soccer | 6730 | 3.3% |
| spanish | 5467 | 2.7% |
| a | 5320 | 2.6% |
| super | 5202 | 2.5% |
| bundesliga | 5132 | 2.5% |
| premier | 5055 | 2.5% |
| Other values (63) | 119884 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 172577 | 12.1% |
| 136797 | 9.6% | |
| i | 131733 | 9.2% |
| a | 105333 | 7.4% |
| r | 90110 | 6.3% |
| n | 79882 | 5.6% |
| u | 66763 | 4.7% |
| s | 65904 | 4.6% |
| g | 65164 | 4.6% |
| o | 44436 | 3.1% |
| Other values (40) | 469680 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1428379 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 172577 | 12.1% |
| 136797 | 9.6% | |
| i | 131733 | 9.2% |
| a | 105333 | 7.4% |
| r | 90110 | 6.3% |
| n | 79882 | 5.6% |
| u | 66763 | 4.7% |
| s | 65904 | 4.6% |
| g | 65164 | 4.6% |
| o | 44436 | 3.1% |
| Other values (40) | 469680 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1428379 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 172577 | 12.1% |
| 136797 | 9.6% | |
| i | 131733 | 9.2% |
| a | 105333 | 7.4% |
| r | 90110 | 6.3% |
| n | 79882 | 5.6% |
| u | 66763 | 4.7% |
| s | 65904 | 4.6% |
| g | 65164 | 4.6% |
| o | 44436 | 3.1% |
| Other values (40) | 469680 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1428379 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 172577 | 12.1% |
| 136797 | 9.6% | |
| i | 131733 | 9.2% |
| a | 105333 | 7.4% |
| r | 90110 | 6.3% |
| n | 79882 | 5.6% |
| u | 66763 | 4.7% |
| s | 65904 | 4.6% |
| g | 65164 | 4.6% |
| o | 44436 | 3.1% |
| Other values (40) | 469680 |
team1
Text
| Distinct | 888 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 538.5 KiB |
Length
| Max length | 35 |
|---|---|
| Median length | 24 |
| Mean length | 11.482159 |
| Min length | 2 |
Characters and Unicode
| Total characters | 791270 |
|---|---|
| Distinct characters | 78 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Liverpool Women |
|---|---|
| 2nd row | Arsenal Women |
| 3rd row | Chelsea FC Women |
| 4th row | Liverpool Women |
| 5th row | Chelsea FC Women |
| Value | Count | Frequency (%) |
| fc | 6927 | 5.7% |
| city | 2617 | 2.2% |
| united | 2408 | 2.0% |
| town | 1357 | 1.1% |
| real | 1043 | 0.9% |
| st | 823 | 0.7% |
| sc | 787 | 0.6% |
| sv | 539 | 0.4% |
| san | 511 | 0.4% |
| new | 494 | 0.4% |
| Other values (1170) | 103963 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 67777 | 8.6% |
| a | 67333 | 8.5% |
| n | 52689 | 6.7% |
| 52556 | 6.6% | |
| o | 51085 | 6.5% |
| r | 48894 | 6.2% |
| i | 44481 | 5.6% |
| t | 39225 | 5.0% |
| l | 35760 | 4.5% |
| s | 33744 | 4.3% |
| Other values (68) | 297726 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 791270 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 67777 | 8.6% |
| a | 67333 | 8.5% |
| n | 52689 | 6.7% |
| 52556 | 6.6% | |
| o | 51085 | 6.5% |
| r | 48894 | 6.2% |
| i | 44481 | 5.6% |
| t | 39225 | 5.0% |
| l | 35760 | 4.5% |
| s | 33744 | 4.3% |
| Other values (68) | 297726 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 791270 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 67777 | 8.6% |
| a | 67333 | 8.5% |
| n | 52689 | 6.7% |
| 52556 | 6.6% | |
| o | 51085 | 6.5% |
| r | 48894 | 6.2% |
| i | 44481 | 5.6% |
| t | 39225 | 5.0% |
| l | 35760 | 4.5% |
| s | 33744 | 4.3% |
| Other values (68) | 297726 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 791270 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 67777 | 8.6% |
| a | 67333 | 8.5% |
| n | 52689 | 6.7% |
| 52556 | 6.6% | |
| o | 51085 | 6.5% |
| r | 48894 | 6.2% |
| i | 44481 | 5.6% |
| t | 39225 | 5.0% |
| l | 35760 | 4.5% |
| s | 33744 | 4.3% |
| Other values (68) | 297726 |
team2
Text
| Distinct | 888 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 538.5 KiB |
Length
| Max length | 35 |
|---|---|
| Median length | 24 |
| Mean length | 11.48213 |
| Min length | 2 |
Characters and Unicode
| Total characters | 791268 |
|---|---|
| Distinct characters | 78 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Reading |
|---|---|
| 2nd row | Notts County Ladies |
| 3rd row | Birmingham City |
| 4th row | Notts County Ladies |
| 5th row | Arsenal Women |
| Value | Count | Frequency (%) |
| fc | 6907 | 5.7% |
| city | 2599 | 2.1% |
| united | 2431 | 2.0% |
| town | 1357 | 1.1% |
| real | 1039 | 0.9% |
| st | 825 | 0.7% |
| sc | 785 | 0.6% |
| sv | 540 | 0.4% |
| new | 528 | 0.4% |
| san | 508 | 0.4% |
| Other values (1170) | 103978 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 67821 | 8.6% |
| a | 67349 | 8.5% |
| n | 52676 | 6.7% |
| 52584 | 6.6% | |
| o | 51072 | 6.5% |
| r | 48886 | 6.2% |
| i | 44479 | 5.6% |
| t | 39199 | 5.0% |
| l | 35699 | 4.5% |
| s | 33701 | 4.3% |
| Other values (68) | 297802 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 791268 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 67821 | 8.6% |
| a | 67349 | 8.5% |
| n | 52676 | 6.7% |
| 52584 | 6.6% | |
| o | 51072 | 6.5% |
| r | 48886 | 6.2% |
| i | 44479 | 5.6% |
| t | 39199 | 5.0% |
| l | 35699 | 4.5% |
| s | 33701 | 4.3% |
| Other values (68) | 297802 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 791268 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 67821 | 8.6% |
| a | 67349 | 8.5% |
| n | 52676 | 6.7% |
| 52584 | 6.6% | |
| o | 51072 | 6.5% |
| r | 48886 | 6.2% |
| i | 44479 | 5.6% |
| t | 39199 | 5.0% |
| l | 35699 | 4.5% |
| s | 33701 | 4.3% |
| Other values (68) | 297802 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 791268 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 67821 | 8.6% |
| a | 67349 | 8.5% |
| n | 52676 | 6.7% |
| 52584 | 6.6% | |
| o | 51072 | 6.5% |
| r | 48886 | 6.2% |
| i | 44479 | 5.6% |
| t | 39199 | 5.0% |
| l | 35699 | 4.5% |
| s | 33701 | 4.3% |
| Other values (68) | 297802 |
spi1
Real number (ℝ)
| Distinct | 8663 |
|---|---|
| Distinct (%) | 12.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 43.386865 |
| Minimum | 3.06 |
|---|---|
| Maximum | 96.57 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 538.5 KiB |
Quantile statistics
| Minimum | 3.06 |
|---|---|
| 5-th percentile | 13.46 |
| Q1 | 29.83 |
| median | 41.39 |
| Q3 | 56.21 |
| 95-th percentile | 77.53 |
| Maximum | 96.57 |
| Range | 93.51 |
| Interquartile range (IQR) | 26.38 |
Descriptive statistics
| Standard deviation | 18.988991 |
|---|---|
| Coefficient of variation (CV) | 0.43766683 |
| Kurtosis | -0.41886538 |
| Mean | 43.386865 |
| Median Absolute Deviation (MAD) | 12.94 |
| Skewness | 0.32803205 |
| Sum | 2989919 |
| Variance | 360.5818 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 42.27 | 45 | 0.1% |
| 38.12 | 32 | < 0.1% |
| 42.09 | 32 | < 0.1% |
| 37.54 | 32 | < 0.1% |
| 40.36 | 31 | < 0.1% |
| 37.18 | 31 | < 0.1% |
| 47.87 | 31 | < 0.1% |
| 38.77 | 31 | < 0.1% |
| 57.95 | 30 | < 0.1% |
| 39.35 | 29 | < 0.1% |
| Other values (8653) | 68589 |
| Value | Count | Frequency (%) |
| 3.06 | 1 | |
| 3.08 | 1 | |
| 3.57 | 1 | |
| 3.73 | 1 | |
| 3.88 | 1 | |
| 3.89 | 1 | |
| 4.09 | 1 | |
| 4.1 | 1 | |
| 4.11 | 1 | |
| 4.13 | 1 |
| Value | Count | Frequency (%) |
| 96.57 | 1 | |
| 96.49 | 1 | |
| 96.46 | 1 | |
| 96.37 | 1 | |
| 96.35 | 1 | |
| 96.34 | 1 | |
| 96.32 | 1 | |
| 96.19 | 1 | |
| 96.13 | 1 | |
| 96.11 | 1 |
spi2
Real number (ℝ)
| Distinct | 8675 |
|---|---|
| Distinct (%) | 12.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 43.344475 |
| Minimum | 3.12 |
|---|---|
| Maximum | 96.78 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 538.5 KiB |
Quantile statistics
| Minimum | 3.12 |
|---|---|
| 5-th percentile | 13.36 |
| Q1 | 29.84 |
| median | 41.29 |
| Q3 | 56.11 |
| 95-th percentile | 77.59 |
| Maximum | 96.78 |
| Range | 93.66 |
| Interquartile range (IQR) | 26.27 |
Descriptive statistics
| Standard deviation | 18.9959 |
|---|---|
| Coefficient of variation (CV) | 0.43825424 |
| Kurtosis | -0.41794318 |
| Mean | 43.344475 |
| Median Absolute Deviation (MAD) | 12.93 |
| Skewness | 0.32863256 |
| Sum | 2986997.8 |
| Variance | 360.84422 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 42.27 | 52 | 0.1% |
| 39.35 | 40 | 0.1% |
| 37.1 | 31 | < 0.1% |
| 39.95 | 31 | < 0.1% |
| 42.09 | 30 | < 0.1% |
| 42.42 | 30 | < 0.1% |
| 43.1 | 30 | < 0.1% |
| 26.35 | 29 | < 0.1% |
| 45.11 | 29 | < 0.1% |
| 41.63 | 29 | < 0.1% |
| Other values (8665) | 68582 |
| Value | Count | Frequency (%) |
| 3.12 | 1 | |
| 3.14 | 1 | |
| 3.3 | 1 | |
| 3.46 | 1 | |
| 3.92 | 2 | |
| 4.04 | 2 | |
| 4.07 | 1 | |
| 4.08 | 1 | |
| 4.1 | 1 | |
| 4.14 | 1 |
| Value | Count | Frequency (%) |
| 96.78 | 1 | |
| 96.73 | 1 | |
| 96.69 | 1 | |
| 96.67 | 1 | |
| 96.65 | 1 | |
| 96.47 | 1 | |
| 96.41 | 1 | |
| 96.4 | 2 | |
| 96.37 | 1 | |
| 96.33 | 1 |
prob1
Real number (ℝ)
| Distinct | 8104 |
|---|---|
| Distinct (%) | 11.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.44181186 |
| Minimum | 0.0225 |
|---|---|
| Maximum | 0.9775 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 538.5 KiB |
Quantile statistics
| Minimum | 0.0225 |
|---|---|
| 5-th percentile | 0.1908 |
| Q1 | 0.3416 |
| median | 0.4327 |
| Q3 | 0.533 |
| 95-th percentile | 0.7249 |
| Maximum | 0.9775 |
| Range | 0.955 |
| Interquartile range (IQR) | 0.1914 |
Descriptive statistics
| Standard deviation | 0.15616424 |
|---|---|
| Coefficient of variation (CV) | 0.35346322 |
| Kurtosis | 0.21849438 |
| Mean | 0.44181186 |
| Median Absolute Deviation (MAD) | 0.0953 |
| Skewness | 0.33270663 |
| Sum | 30446.58 |
| Variance | 0.024387271 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.4072 | 42 | 0.1% |
| 0.4229 | 38 | 0.1% |
| 0.3798 | 33 | < 0.1% |
| 0.4486 | 31 | < 0.1% |
| 0.3892 | 31 | < 0.1% |
| 0.4304 | 31 | < 0.1% |
| 0.4168 | 31 | < 0.1% |
| 0.4775 | 31 | < 0.1% |
| 0.3565 | 30 | < 0.1% |
| 0.4169 | 30 | < 0.1% |
| Other values (8094) | 68585 |
| Value | Count | Frequency (%) |
| 0.0225 | 1 | |
| 0.027 | 1 | |
| 0.0271 | 1 | |
| 0.0281 | 1 | |
| 0.0283 | 2 | |
| 0.0307 | 1 | |
| 0.0311 | 1 | |
| 0.0315 | 1 | |
| 0.0327 | 1 | |
| 0.0337 | 1 |
| Value | Count | Frequency (%) |
| 0.9775 | 1 | |
| 0.9684 | 1 | |
| 0.9677 | 1 | |
| 0.9673 | 1 | |
| 0.9665 | 1 | |
| 0.9661 | 1 | |
| 0.9657 | 1 | |
| 0.9656 | 1 | |
| 0.9622 | 1 | |
| 0.961 | 1 |
prob2
Real number (ℝ)
| Distinct | 7338 |
|---|---|
| Distinct (%) | 10.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.30494922 |
| Minimum | 0.0032 |
|---|---|
| Maximum | 0.8995 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 538.5 KiB |
Quantile statistics
| Minimum | 0.0032 |
|---|---|
| 5-th percentile | 0.0913 |
| Q1 | 0.21 |
| median | 0.2898 |
| Q3 | 0.3815 |
| 95-th percentile | 0.5758 |
| Maximum | 0.8995 |
| Range | 0.8963 |
| Interquartile range (IQR) | 0.1715 |
Descriptive statistics
| Standard deviation | 0.1427518 |
|---|---|
| Coefficient of variation (CV) | 0.46811664 |
| Kurtosis | 0.63035563 |
| Mean | 0.30494922 |
| Median Absolute Deviation (MAD) | 0.0849 |
| Skewness | 0.6614533 |
| Sum | 21014.966 |
| Variance | 0.020378078 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.3153 | 43 | 0.1% |
| 0.2645 | 37 | 0.1% |
| 0.2674 | 36 | 0.1% |
| 0.2722 | 36 | 0.1% |
| 0.2789 | 36 | 0.1% |
| 0.2719 | 35 | 0.1% |
| 0.2698 | 35 | 0.1% |
| 0.2944 | 35 | 0.1% |
| 0.3455 | 35 | 0.1% |
| 0.2618 | 34 | < 0.1% |
| Other values (7328) | 68551 |
| Value | Count | Frequency (%) |
| 0.0032 | 1 | |
| 0.0037 | 1 | |
| 0.0039 | 1 | |
| 0.0043 | 1 | |
| 0.0048 | 1 | |
| 0.0053 | 1 | |
| 0.0054 | 1 | |
| 0.0058 | 2 | |
| 0.0059 | 2 | |
| 0.0062 | 1 |
| Value | Count | Frequency (%) |
| 0.8995 | 1 | |
| 0.8992 | 1 | |
| 0.8937 | 1 | |
| 0.8918 | 1 | |
| 0.8844 | 1 | |
| 0.8841 | 2 | |
| 0.8823 | 1 | |
| 0.8819 | 1 | |
| 0.8816 | 1 | |
| 0.8801 | 1 |
probtie
Real number (ℝ)
| Distinct | 3025 |
|---|---|
| Distinct (%) | 4.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.25323881 |
| Minimum | 0 |
|---|---|
| Maximum | 0.4537 |
| Zeros | 304 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 538.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.164 |
| Q1 | 0.2352 |
| median | 0.2605 |
| Q3 | 0.2812 |
| 95-th percentile | 0.3121 |
| Maximum | 0.4537 |
| Range | 0.4537 |
| Interquartile range (IQR) | 0.046 |
Descriptive statistics
| Standard deviation | 0.046705435 |
|---|---|
| Coefficient of variation (CV) | 0.18443238 |
| Kurtosis | 4.8961234 |
| Mean | 0.25323881 |
| Median Absolute Deviation (MAD) | 0.0226 |
| Skewness | -1.536901 |
| Sum | 17451.446 |
| Variance | 0.0021813977 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 304 | 0.4% |
| 0.2639 | 120 | 0.2% |
| 0.2729 | 114 | 0.2% |
| 0.2635 | 106 | 0.2% |
| 0.2661 | 105 | 0.2% |
| 0.2669 | 104 | 0.2% |
| 0.2604 | 103 | 0.1% |
| 0.2692 | 102 | 0.1% |
| 0.2659 | 101 | 0.1% |
| 0.262 | 101 | 0.1% |
| Other values (3015) | 67653 |
| Value | Count | Frequency (%) |
| 0 | 304 | |
| 0.0188 | 1 | < 0.1% |
| 0.0261 | 1 | < 0.1% |
| 0.0262 | 1 | < 0.1% |
| 0.027 | 1 | < 0.1% |
| 0.0284 | 2 | < 0.1% |
| 0.0285 | 1 | < 0.1% |
| 0.0296 | 1 | < 0.1% |
| 0.0313 | 1 | < 0.1% |
| 0.0321 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.4537 | 1 | |
| 0.4455 | 1 | |
| 0.4438 | 1 | |
| 0.4389 | 1 | |
| 0.4388 | 1 | |
| 0.4346 | 1 | |
| 0.4237 | 1 | |
| 0.4226 | 1 | |
| 0.4174 | 1 | |
| 0.4129 | 1 |
proj_score1
Real number (ℝ)
| Distinct | 361 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.4941898 |
| Minimum | 0.21 |
|---|---|
| Maximum | 4.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 538.5 KiB |
Quantile statistics
| Minimum | 0.21 |
|---|---|
| 5-th percentile | 0.92 |
| Q1 | 1.22 |
| median | 1.44 |
| Q3 | 1.7 |
| 95-th percentile | 2.27 |
| Maximum | 4.9 |
| Range | 4.69 |
| Interquartile range (IQR) | 0.48 |
Descriptive statistics
| Standard deviation | 0.41828141 |
|---|---|
| Coefficient of variation (CV) | 0.27993861 |
| Kurtosis | 2.2642464 |
| Mean | 1.4941898 |
| Median Absolute Deviation (MAD) | 0.24 |
| Skewness | 1.0429847 |
| Sum | 102969.1 |
| Variance | 0.17495934 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.38 | 859 | 1.2% |
| 1.35 | 858 | 1.2% |
| 1.33 | 847 | 1.2% |
| 1.43 | 840 | 1.2% |
| 1.34 | 837 | 1.2% |
| 1.41 | 816 | 1.2% |
| 1.44 | 814 | 1.2% |
| 1.39 | 814 | 1.2% |
| 1.36 | 814 | 1.2% |
| 1.28 | 812 | 1.2% |
| Other values (351) | 60602 |
| Value | Count | Frequency (%) |
| 0.21 | 1 | |
| 0.24 | 1 | |
| 0.25 | 1 | |
| 0.28 | 1 | |
| 0.3 | 1 | |
| 0.31 | 1 | |
| 0.35 | 1 | |
| 0.36 | 1 | |
| 0.37 | 1 | |
| 0.38 | 1 |
| Value | Count | Frequency (%) |
| 4.9 | 1 | |
| 4.41 | 1 | |
| 4.4 | 1 | |
| 4.3 | 1 | |
| 4.22 | 1 | |
| 4.21 | 1 | |
| 4.2 | 1 | |
| 4.09 | 1 | |
| 4.07 | 1 | |
| 4.03 | 1 |
proj_score2
Real number (ℝ)
| Distinct | 328 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.1750305 |
| Minimum | 0.2 |
|---|---|
| Maximum | 4.13 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 538.5 KiB |
Quantile statistics
| Minimum | 0.2 |
|---|---|
| 5-th percentile | 0.59 |
| Q1 | 0.91 |
| median | 1.12 |
| Q3 | 1.39 |
| 95-th percentile | 1.94 |
| Maximum | 4.13 |
| Range | 3.93 |
| Interquartile range (IQR) | 0.48 |
Descriptive statistics
| Standard deviation | 0.41286587 |
|---|---|
| Coefficient of variation (CV) | 0.35136607 |
| Kurtosis | 1.7953176 |
| Mean | 1.1750305 |
| Median Absolute Deviation (MAD) | 0.24 |
| Skewness | 0.86543294 |
| Sum | 80974.88 |
| Variance | 0.17045823 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.09 | 882 | 1.3% |
| 1.04 | 859 | 1.2% |
| 1.03 | 846 | 1.2% |
| 1.12 | 843 | 1.2% |
| 1.02 | 837 | 1.2% |
| 0.95 | 827 | 1.2% |
| 1.05 | 826 | 1.2% |
| 1.08 | 825 | 1.2% |
| 1.13 | 819 | 1.2% |
| 1 | 816 | 1.2% |
| Other values (318) | 60533 |
| Value | Count | Frequency (%) |
| 0.2 | 212 | |
| 0.21 | 31 | < 0.1% |
| 0.22 | 29 | < 0.1% |
| 0.23 | 19 | < 0.1% |
| 0.24 | 19 | < 0.1% |
| 0.25 | 37 | 0.1% |
| 0.26 | 35 | 0.1% |
| 0.27 | 33 | < 0.1% |
| 0.28 | 31 | < 0.1% |
| 0.29 | 38 | 0.1% |
| Value | Count | Frequency (%) |
| 4.13 | 1 | |
| 4.01 | 1 | |
| 3.9 | 1 | |
| 3.88 | 1 | |
| 3.77 | 1 | |
| 3.75 | 1 | |
| 3.71 | 1 | |
| 3.66 | 1 | |
| 3.63 | 1 | |
| 3.62 | 1 |
importance1
Real number (ℝ)
MISSING ZEROS
| Distinct | 1001 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 7791 |
| Missing (%) | 11.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 31.660207 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 5049 |
| Zeros (%) | 7.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 538.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 11.1 |
| median | 26.3 |
| Q3 | 45.9 |
| 95-th percentile | 90.6 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 34.8 |
Descriptive statistics
| Standard deviation | 26.349662 |
|---|---|
| Coefficient of variation (CV) | 0.83226434 |
| Kurtosis | 0.2351391 |
| Mean | 31.660207 |
| Median Absolute Deviation (MAD) | 17.2 |
| Skewness | 0.90922942 |
| Sum | 1935135.2 |
| Variance | 694.30468 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 5049 | 7.3% |
| 100 | 2350 | 3.4% |
| 0.1 | 461 | 0.7% |
| 0.2 | 289 | 0.4% |
| 0.3 | 266 | 0.4% |
| 0.4 | 207 | 0.3% |
| 0.7 | 178 | 0.3% |
| 0.5 | 174 | 0.3% |
| 0.6 | 153 | 0.2% |
| 0.8 | 152 | 0.2% |
| Other values (991) | 51843 | |
| (Missing) | 7791 | 11.3% |
| Value | Count | Frequency (%) |
| 0 | 5049 | |
| 0.1 | 461 | 0.7% |
| 0.2 | 289 | 0.4% |
| 0.3 | 266 | 0.4% |
| 0.4 | 207 | 0.3% |
| 0.5 | 174 | 0.3% |
| 0.6 | 153 | 0.2% |
| 0.7 | 178 | 0.3% |
| 0.8 | 152 | 0.2% |
| 0.9 | 125 | 0.2% |
| Value | Count | Frequency (%) |
| 100 | 2350 | |
| 99.9 | 2 | < 0.1% |
| 99.8 | 7 | < 0.1% |
| 99.7 | 3 | < 0.1% |
| 99.6 | 7 | < 0.1% |
| 99.5 | 4 | < 0.1% |
| 99.4 | 8 | < 0.1% |
| 99.3 | 7 | < 0.1% |
| 99.2 | 7 | < 0.1% |
| 99.1 | 4 | < 0.1% |
importance2
Real number (ℝ)
MISSING ZEROS
| Distinct | 1000 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 7791 |
| Missing (%) | 11.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 31.078451 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 5048 |
| Zeros (%) | 7.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 538.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 10.7 |
| median | 25.5 |
| Q3 | 45.3 |
| 95-th percentile | 88.795 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 34.6 |
Descriptive statistics
| Standard deviation | 26.114623 |
|---|---|
| Coefficient of variation (CV) | 0.8402807 |
| Kurtosis | 0.3016583 |
| Mean | 31.078451 |
| Median Absolute Deviation (MAD) | 16.9 |
| Skewness | 0.93901538 |
| Sum | 1899577.1 |
| Variance | 681.97353 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 5048 | 7.3% |
| 100 | 2226 | 3.2% |
| 0.1 | 458 | 0.7% |
| 0.2 | 340 | 0.5% |
| 0.3 | 232 | 0.3% |
| 0.4 | 226 | 0.3% |
| 0.5 | 170 | 0.2% |
| 0.9 | 164 | 0.2% |
| 0.8 | 161 | 0.2% |
| 0.6 | 158 | 0.2% |
| Other values (990) | 51939 | |
| (Missing) | 7791 | 11.3% |
| Value | Count | Frequency (%) |
| 0 | 5048 | |
| 0.1 | 458 | 0.7% |
| 0.2 | 340 | 0.5% |
| 0.3 | 232 | 0.3% |
| 0.4 | 226 | 0.3% |
| 0.5 | 170 | 0.2% |
| 0.6 | 158 | 0.2% |
| 0.7 | 148 | 0.2% |
| 0.8 | 161 | 0.2% |
| 0.9 | 164 | 0.2% |
| Value | Count | Frequency (%) |
| 100 | 2226 | |
| 99.9 | 9 | < 0.1% |
| 99.8 | 9 | < 0.1% |
| 99.7 | 6 | < 0.1% |
| 99.6 | 6 | < 0.1% |
| 99.5 | 7 | < 0.1% |
| 99.4 | 4 | < 0.1% |
| 99.3 | 2 | < 0.1% |
| 99.2 | 7 | < 0.1% |
| 99.1 | 3 | < 0.1% |
score1
Real number (ℝ)
MISSING ZEROS
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 2004 |
| Missing (%) | 2.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.4982289 |
| Minimum | 0 |
|---|---|
| Maximum | 11 |
| Zeros | 15637 |
| Zeros (%) | 22.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 538.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.2724521 |
|---|---|
| Coefficient of variation (CV) | 0.84930418 |
| Kurtosis | 1.1534875 |
| Mean | 1.4982289 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.95548959 |
| Sum | 100245 |
| Variance | 1.6191343 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 1 | 22235 | |
| 2 | 16167 | |
| 0 | 15637 | |
| 3 | 8084 | 11.7% |
| 4 | 3158 | 4.6% |
| 5 | 1146 | 1.7% |
| 6 | 356 | 0.5% |
| 7 | 95 | 0.1% |
| 8 | 22 | < 0.1% |
| 9 | 6 | < 0.1% |
| Other values (2) | 3 | < 0.1% |
| (Missing) | 2004 | 2.9% |
| Value | Count | Frequency (%) |
| 0 | 15637 | |
| 1 | 22235 | |
| 2 | 16167 | |
| 3 | 8084 | 11.7% |
| 4 | 3158 | 4.6% |
| 5 | 1146 | 1.7% |
| 6 | 356 | 0.5% |
| 7 | 95 | 0.1% |
| 8 | 22 | < 0.1% |
| 9 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 11 | 1 | < 0.1% |
| 10 | 2 | < 0.1% |
| 9 | 6 | < 0.1% |
| 8 | 22 | < 0.1% |
| 7 | 95 | 0.1% |
| 6 | 356 | 0.5% |
| 5 | 1146 | 1.7% |
| 4 | 3158 | 4.6% |
| 3 | 8084 | |
| 2 | 16167 |
score2
Real number (ℝ)
MISSING ZEROS
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 2004 |
| Missing (%) | 2.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.1837421 |
| Minimum | 0 |
|---|---|
| Maximum | 13 |
| Zeros | 21401 |
| Zeros (%) | 31.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 538.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 13 |
| Range | 13 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.1385139 |
|---|---|
| Coefficient of variation (CV) | 0.96179216 |
| Kurtosis | 1.6551904 |
| Mean | 1.1837421 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.0977715 |
| Sum | 79203 |
| Variance | 1.2962138 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) |
| 1 | 23686 | |
| 0 | 21401 | |
| 2 | 13601 | |
| 3 | 5580 | 8.1% |
| 4 | 1915 | 2.8% |
| 5 | 521 | 0.8% |
| 6 | 150 | 0.2% |
| 7 | 39 | 0.1% |
| 8 | 11 | < 0.1% |
| 9 | 4 | < 0.1% |
| (Missing) | 2004 | 2.9% |
| Value | Count | Frequency (%) |
| 0 | 21401 | |
| 1 | 23686 | |
| 2 | 13601 | |
| 3 | 5580 | 8.1% |
| 4 | 1915 | 2.8% |
| 5 | 521 | 0.8% |
| 6 | 150 | 0.2% |
| 7 | 39 | 0.1% |
| 8 | 11 | < 0.1% |
| 9 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 13 | 1 | < 0.1% |
| 9 | 4 | < 0.1% |
| 8 | 11 | < 0.1% |
| 7 | 39 | 0.1% |
| 6 | 150 | 0.2% |
| 5 | 521 | 0.8% |
| 4 | 1915 | 2.8% |
| 3 | 5580 | 8.1% |
| 2 | 13601 | |
| 1 | 23686 |
xg1
Real number (ℝ)
MISSING
| Distinct | 543 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 32720 |
| Missing (%) | 47.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.499693 |
| Minimum | 0 |
|---|---|
| Maximum | 7.07 |
| Zeros | 6 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 538.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.4 |
| Q1 | 0.88 |
| median | 1.37 |
| Q3 | 1.97 |
| 95-th percentile | 3.04 |
| Maximum | 7.07 |
| Range | 7.07 |
| Interquartile range (IQR) | 1.09 |
Descriptive statistics
| Standard deviation | 0.83506732 |
|---|---|
| Coefficient of variation (CV) | 0.5568255 |
| Kurtosis | 1.5105424 |
| Mean | 1.499693 |
| Median Absolute Deviation (MAD) | 0.53 |
| Skewness | 0.99687356 |
| Sum | 54278.39 |
| Variance | 0.69733743 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.95 | 209 | 0.3% |
| 1.47 | 208 | 0.3% |
| 1.17 | 204 | 0.3% |
| 1.55 | 203 | 0.3% |
| 1.14 | 201 | 0.3% |
| 0.87 | 200 | 0.3% |
| 1.12 | 200 | 0.3% |
| 1.15 | 200 | 0.3% |
| 1.27 | 199 | 0.3% |
| 1.01 | 198 | 0.3% |
| Other values (533) | 34171 | |
| (Missing) | 32720 |
| Value | Count | Frequency (%) |
| 0 | 6 | |
| 0.01 | 1 | < 0.1% |
| 0.02 | 2 | < 0.1% |
| 0.03 | 5 | < 0.1% |
| 0.04 | 4 | < 0.1% |
| 0.05 | 6 | |
| 0.06 | 13 | |
| 0.07 | 7 | |
| 0.08 | 9 | |
| 0.09 | 13 |
| Value | Count | Frequency (%) |
| 7.07 | 1 | |
| 7.04 | 1 | |
| 6.72 | 1 | |
| 6.5 | 1 | |
| 6.21 | 1 | |
| 6.19 | 1 | |
| 6.12 | 1 | |
| 6.07 | 1 | |
| 6.03 | 1 | |
| 6.02 | 1 |
xg2
Real number (ℝ)
MISSING
| Distinct | 479 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 32720 |
| Missing (%) | 47.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.1875752 |
| Minimum | 0 |
|---|---|
| Maximum | 8.27 |
| Zeros | 19 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 538.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.25 |
| Q1 | 0.63 |
| median | 1.05 |
| Q3 | 1.59 |
| 95-th percentile | 2.6 |
| Maximum | 8.27 |
| Range | 8.27 |
| Interquartile range (IQR) | 0.96 |
Descriptive statistics
| Standard deviation | 0.74540743 |
|---|---|
| Coefficient of variation (CV) | 0.62767176 |
| Kurtosis | 2.0126921 |
| Mean | 1.1875752 |
| Median Absolute Deviation (MAD) | 0.47 |
| Skewness | 1.1398907 |
| Sum | 42981.91 |
| Variance | 0.55563224 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.64 | 265 | 0.4% |
| 0.9 | 238 | 0.3% |
| 0.72 | 236 | 0.3% |
| 0.74 | 236 | 0.3% |
| 0.73 | 235 | 0.3% |
| 0.59 | 232 | 0.3% |
| 1.12 | 231 | 0.3% |
| 1 | 231 | 0.3% |
| 0.92 | 227 | 0.3% |
| 0.82 | 227 | 0.3% |
| Other values (469) | 33835 | |
| (Missing) | 32720 |
| Value | Count | Frequency (%) |
| 0 | 19 | < 0.1% |
| 0.01 | 7 | < 0.1% |
| 0.02 | 4 | < 0.1% |
| 0.03 | 17 | < 0.1% |
| 0.04 | 16 | < 0.1% |
| 0.05 | 23 | |
| 0.06 | 34 | |
| 0.07 | 30 | |
| 0.08 | 46 | |
| 0.09 | 55 |
| Value | Count | Frequency (%) |
| 8.27 | 1 | |
| 6.2 | 1 | |
| 5.99 | 1 | |
| 5.93 | 1 | |
| 5.9 | 1 | |
| 5.85 | 1 | |
| 5.61 | 1 | |
| 5.6 | 1 | |
| 5.51 | 1 | |
| 5.41 | 1 |
nsxg1
Real number (ℝ)
MISSING
| Distinct | 473 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 32720 |
| Missing (%) | 47.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.388203 |
| Minimum | 0 |
|---|---|
| Maximum | 6.89 |
| Zeros | 7 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 538.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.52 |
| Q1 | 0.93 |
| median | 1.3 |
| Q3 | 1.73 |
| 95-th percentile | 2.57 |
| Maximum | 6.89 |
| Range | 6.89 |
| Interquartile range (IQR) | 0.8 |
Descriptive statistics
| Standard deviation | 0.64830143 |
|---|---|
| Coefficient of variation (CV) | 0.46700767 |
| Kurtosis | 2.6672777 |
| Mean | 1.388203 |
| Median Absolute Deviation (MAD) | 0.39 |
| Skewness | 1.1133256 |
| Sum | 50243.23 |
| Variance | 0.42029475 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.11 | 293 | 0.4% |
| 1.31 | 276 | 0.4% |
| 1.05 | 272 | 0.4% |
| 1.07 | 271 | 0.4% |
| 1.09 | 270 | 0.4% |
| 1.15 | 267 | 0.4% |
| 1.18 | 267 | 0.4% |
| 1.29 | 267 | 0.4% |
| 0.98 | 267 | 0.4% |
| 1.44 | 266 | 0.4% |
| Other values (463) | 33477 | |
| (Missing) | 32720 |
| Value | Count | Frequency (%) |
| 0 | 7 | |
| 0.02 | 2 | < 0.1% |
| 0.03 | 2 | < 0.1% |
| 0.05 | 3 | < 0.1% |
| 0.06 | 1 | < 0.1% |
| 0.07 | 6 | |
| 0.08 | 3 | < 0.1% |
| 0.09 | 7 | |
| 0.1 | 8 | |
| 0.11 | 4 |
| Value | Count | Frequency (%) |
| 6.89 | 1 | |
| 6.58 | 1 | |
| 6.19 | 1 | |
| 6.1 | 1 | |
| 6.08 | 1 | |
| 5.96 | 1 | |
| 5.72 | 1 | |
| 5.69 | 1 | |
| 5.57 | 1 | |
| 5.42 | 1 |
nsxg2
Real number (ℝ)
MISSING
| Distinct | 405 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 32720 |
| Missing (%) | 47.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.1360887 |
| Minimum | 0 |
|---|---|
| Maximum | 7.17 |
| Zeros | 10 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 538.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.37 |
| Q1 | 0.73 |
| median | 1.05 |
| Q3 | 1.44 |
| 95-th percentile | 2.21 |
| Maximum | 7.17 |
| Range | 7.17 |
| Interquartile range (IQR) | 0.71 |
Descriptive statistics
| Standard deviation | 0.57843576 |
|---|---|
| Coefficient of variation (CV) | 0.50914663 |
| Kurtosis | 2.533851 |
| Mean | 1.1360887 |
| Median Absolute Deviation (MAD) | 0.35 |
| Skewness | 1.1222308 |
| Sum | 41118.46 |
| Variance | 0.33458793 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.75 | 324 | 0.5% |
| 0.89 | 309 | 0.4% |
| 0.9 | 308 | 0.4% |
| 0.93 | 304 | 0.4% |
| 0.87 | 303 | 0.4% |
| 0.95 | 300 | 0.4% |
| 1.06 | 297 | 0.4% |
| 0.82 | 296 | 0.4% |
| 0.79 | 296 | 0.4% |
| 0.92 | 296 | 0.4% |
| Other values (395) | 33160 | |
| (Missing) | 32720 |
| Value | Count | Frequency (%) |
| 0 | 10 | |
| 0.01 | 7 | < 0.1% |
| 0.02 | 5 | < 0.1% |
| 0.03 | 6 | < 0.1% |
| 0.04 | 7 | < 0.1% |
| 0.05 | 8 | |
| 0.06 | 12 | |
| 0.07 | 17 | |
| 0.08 | 16 | |
| 0.09 | 18 |
| Value | Count | Frequency (%) |
| 7.17 | 1 | < 0.1% |
| 5.92 | 1 | < 0.1% |
| 5.68 | 1 | < 0.1% |
| 5.62 | 1 | < 0.1% |
| 5.56 | 1 | < 0.1% |
| 4.9 | 1 | < 0.1% |
| 4.62 | 1 | < 0.1% |
| 4.57 | 1 | < 0.1% |
| 4.55 | 1 | < 0.1% |
| 4.49 | 3 |
adj_score1
Real number (ℝ)
MISSING ZEROS
| Distinct | 518 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 32720 |
| Missing (%) | 47.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.515936 |
| Minimum | 0 |
|---|---|
| Maximum | 9.15 |
| Zeros | 8211 |
| Zeros (%) | 11.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 538.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.05 |
| median | 1.05 |
| Q3 | 2.1 |
| 95-th percentile | 3.83 |
| Maximum | 9.15 |
| Range | 9.15 |
| Interquartile range (IQR) | 1.05 |
Descriptive statistics
| Standard deviation | 1.2386263 |
|---|---|
| Coefficient of variation (CV) | 0.81707031 |
| Kurtosis | 1.0266031 |
| Mean | 1.515936 |
| Median Absolute Deviation (MAD) | 1.05 |
| Skewness | 0.86557186 |
| Sum | 54866.27 |
| Variance | 1.534195 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.05 | 11638 | 16.9% |
| 0 | 8211 | 11.9% |
| 2.1 | 6902 | 10.0% |
| 3.15 | 2275 | 3.3% |
| 4.2 | 523 | 0.8% |
| 0.84 | 402 | 0.6% |
| 1.58 | 353 | 0.5% |
| 2.63 | 336 | 0.5% |
| 1.89 | 257 | 0.4% |
| 1.68 | 181 | 0.3% |
| Other values (508) | 5115 | 7.4% |
| (Missing) | 32720 |
| Value | Count | Frequency (%) |
| 0 | 8211 | |
| 0.84 | 402 | 0.6% |
| 1.05 | 11638 | |
| 1.26 | 22 | < 0.1% |
| 1.28 | 4 | < 0.1% |
| 1.3 | 1 | < 0.1% |
| 1.31 | 1 | < 0.1% |
| 1.33 | 1 | < 0.1% |
| 1.34 | 2 | < 0.1% |
| 1.35 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 9.15 | 1 | |
| 8.95 | 1 | |
| 8.82 | 1 | |
| 8.76 | 1 | |
| 8.62 | 1 | |
| 8.4 | 1 | |
| 8.09 | 1 | |
| 8.03 | 1 | |
| 8.01 | 1 | |
| 7.97 | 2 |
adj_score2
Real number (ℝ)
MISSING ZEROS
| Distinct | 438 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 32720 |
| Missing (%) | 47.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.1932841 |
| Minimum | 0 |
|---|---|
| Maximum | 11.05 |
| Zeros | 11621 |
| Zeros (%) | 16.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 538.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.05 |
| Q3 | 2.1 |
| 95-th percentile | 3.15 |
| Maximum | 11.05 |
| Range | 11.05 |
| Interquartile range (IQR) | 2.1 |
Descriptive statistics
| Standard deviation | 1.1231236 |
|---|---|
| Coefficient of variation (CV) | 0.9412039 |
| Kurtosis | 1.1825136 |
| Mean | 1.1932841 |
| Median Absolute Deviation (MAD) | 1.05 |
| Skewness | 0.98060211 |
| Sum | 43188.53 |
| Variance | 1.2614067 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.05 | 12480 | 18.1% |
| 0 | 11621 | 16.9% |
| 2.1 | 6042 | 8.8% |
| 3.15 | 1669 | 2.4% |
| 0.84 | 378 | 0.5% |
| 4.2 | 342 | 0.5% |
| 2.63 | 252 | 0.4% |
| 1.58 | 206 | 0.3% |
| 1.89 | 194 | 0.3% |
| 1.68 | 135 | 0.2% |
| Other values (428) | 2874 | 4.2% |
| (Missing) | 32720 |
| Value | Count | Frequency (%) |
| 0 | 11621 | |
| 0.84 | 378 | 0.5% |
| 1.05 | 12480 | |
| 1.26 | 15 | < 0.1% |
| 1.27 | 1 | < 0.1% |
| 1.29 | 1 | < 0.1% |
| 1.3 | 1 | < 0.1% |
| 1.32 | 1 | < 0.1% |
| 1.33 | 2 | < 0.1% |
| 1.34 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 11.05 | 1 | |
| 8.4 | 1 | |
| 7.93 | 1 | |
| 7.85 | 1 | |
| 7.23 | 1 | |
| 7.2 | 1 | |
| 7.1 | 1 | |
| 7.05 | 1 | |
| 6.92 | 1 | |
| 6.76 | 2 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| season | date | league_id | league | team1 | team2 | spi1 | spi2 | prob1 | prob2 | probtie | proj_score1 | proj_score2 | importance1 | importance2 | score1 | score2 | xg1 | xg2 | nsxg1 | nsxg2 | adj_score1 | adj_score2 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2016 | 2016-07-09 | 7921 | FA Women's Super League | Liverpool Women | Reading | 51.56 | 50.42 | 0.4389 | 0.2767 | 0.2844 | 1.39 | 1.05 | NaN | NaN | 2.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN |
| 1 | 2016 | 2016-07-10 | 7921 | FA Women's Super League | Arsenal Women | Notts County Ladies | 46.61 | 54.03 | 0.3572 | 0.3608 | 0.2819 | 1.27 | 1.28 | NaN | NaN | 2.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN |
| 2 | 2016 | 2016-07-10 | 7921 | FA Women's Super League | Chelsea FC Women | Birmingham City | 59.85 | 54.64 | 0.4799 | 0.2487 | 0.2714 | 1.53 | 1.03 | NaN | NaN | 1.0 | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN |
| 3 | 2016 | 2016-07-16 | 7921 | FA Women's Super League | Liverpool Women | Notts County Ladies | 53.00 | 52.35 | 0.4289 | 0.2699 | 0.3013 | 1.27 | 0.94 | NaN | NaN | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN |
| 4 | 2016 | 2016-07-17 | 7921 | FA Women's Super League | Chelsea FC Women | Arsenal Women | 59.43 | 60.99 | 0.4124 | 0.3157 | 0.2719 | 1.45 | 1.24 | NaN | NaN | 1.0 | 2.0 | NaN | NaN | NaN | NaN | NaN | NaN |
| 5 | 2016 | 2016-07-24 | 7921 | FA Women's Super League | Reading | Birmingham City | 50.75 | 55.03 | 0.3821 | 0.3200 | 0.2979 | 1.22 | 1.09 | NaN | NaN | 1.0 | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN |
| 6 | 2016 | 2016-07-24 | 7921 | FA Women's Super League | Notts County Ladies | Manchester City Women | 48.13 | 60.15 | 0.3082 | 0.3888 | 0.3030 | 1.04 | 1.20 | NaN | NaN | 1.0 | 5.0 | NaN | NaN | NaN | NaN | NaN | NaN |
| 7 | 2016 | 2016-07-31 | 7921 | FA Women's Super League | Reading | Notts County Ladies | 50.62 | 52.63 | 0.4068 | 0.3033 | 0.2899 | 1.31 | 1.09 | NaN | NaN | 1.0 | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN |
| 8 | 2016 | 2016-07-31 | 7921 | FA Women's Super League | Arsenal Women | Liverpool Women | 48.32 | 48.46 | 0.4350 | 0.3100 | 0.2550 | 1.64 | 1.35 | NaN | NaN | 1.0 | 2.0 | NaN | NaN | NaN | NaN | NaN | NaN |
| 9 | 2016 | 2016-08-03 | 7921 | FA Women's Super League | Reading | Manchester City Women | 50.41 | 63.20 | 0.3061 | 0.4198 | 0.2742 | 1.20 | 1.45 | NaN | NaN | 1.0 | 2.0 | NaN | NaN | NaN | NaN | NaN | NaN |
| season | date | league_id | league | team1 | team2 | spi1 | spi2 | prob1 | prob2 | probtie | proj_score1 | proj_score2 | importance1 | importance2 | score1 | score2 | xg1 | xg2 | nsxg1 | nsxg2 | adj_score1 | adj_score2 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68903 | 2023 | 2023-12-03 | 2105 | Brasileiro Série A | Vasco da Gama | Bragantino | 51.02 | 53.58 | 0.4456 | 0.3073 | 0.2472 | 1.65 | 1.33 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 68904 | 2023 | 2023-12-03 | 2105 | Brasileiro Série A | Cuiaba | Atlético Paranaense | 42.27 | 52.13 | 0.3651 | 0.3552 | 0.2797 | 1.24 | 1.22 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 68905 | 2023 | 2023-12-03 | 2105 | Brasileiro Série A | Fluminense | Grêmio | 56.29 | 47.17 | 0.5702 | 0.2071 | 0.2227 | 1.97 | 1.10 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 68906 | 2023 | 2023-12-03 | 2105 | Brasileiro Série A | BahÃa | Atletico Mineiro | 45.51 | 64.58 | 0.2787 | 0.4502 | 0.2712 | 1.07 | 1.43 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 68907 | 2023 | 2023-12-03 | 2105 | Brasileiro Série A | Goiás | América Mineiro | 39.59 | 45.11 | 0.4094 | 0.3293 | 0.2613 | 1.46 | 1.28 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 68908 | 2023 | 2023-12-03 | 2105 | Brasileiro Série A | Cruzeiro | Palmeiras | 49.66 | 69.02 | 0.2741 | 0.4737 | 0.2522 | 1.18 | 1.62 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 68909 | 2023 | 2023-12-03 | 2105 | Brasileiro Série A | São Paulo | Flamengo | 58.71 | 66.27 | 0.3936 | 0.3593 | 0.2471 | 1.56 | 1.48 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 68910 | 2023 | 2023-12-03 | 2105 | Brasileiro Série A | Santos | Fortaleza | 50.66 | 53.06 | 0.4395 | 0.2724 | 0.2881 | 1.30 | 0.96 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 68911 | 2023 | 2023-12-03 | 2105 | Brasileiro Série A | Internacional | Botafogo | 54.20 | 57.95 | 0.4283 | 0.2966 | 0.2752 | 1.38 | 1.10 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 68912 | 2023 | 2023-12-03 | 2105 | Brasileiro Série A | Coritiba | Corinthians | 39.35 | 51.01 | 0.3481 | 0.3630 | 0.2888 | 1.15 | 1.18 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |